Fused UAV data improve winter wheat biomass estimates in two-season field study
A two-season Chinese field study found that fused UAV spectral, texture, LiDAR and temporal features with random forest produced the ...
Tag: Random Forest
Hyperspectral data improves machine-learning maps of Northeast China’s soil carbon
Laboratory hyperspectral data combined with environmental and satellite covariates improved machine-learning estimates of topsoil organic carbon across Northeast China’s croplands.
Wastewater DNA mapping improves corrosion-risk screening in sewer network
A residential-network study found that wastewater bacterial DNA, ecological modeling and machine learning improved screening for severely corroded sewer pipes.
Distribution model projects narrower future range for Chilean sky island lizard
A species-distribution model projects a 42.5% contraction in the climatically suitable range of Liolaemus nigroviridis by 2080 under RCP 8.5, ...
Prey availability limits modeled Sumatran tiger habitat in Gunung Leuser
A two-stage distribution model found that prey availability strongly constrained predicted Sumatran tiger habitat in Indonesia’s Gunung Leuser National Park, ...
Smart Ear Tags and Machine Learning Catch Calf Pneumonia Early, New Study Shows
Researchers combined ear tag, feeder, pedometer, and environmental data with random forest models to detect bovine respiratory disease in pre-weaned ...
Sleep Emerges as the Strongest Predictor of Math Anxiety in Machine Learning Study of Middle Schoolers
A machine learning analysis of 556 middle school students found that sleep duration was the strongest predictor of mathematics anxiety, ...
Machine Learning Spots Broken Circuit Parts With 98.5% Accuracy
Researchers developed a two-stage random forest framework that classifies faults in Sallen–Key and Chebyshev analog filter circuits with about 98.5% ...
Machine learning maps landslide danger across Ethiopia’s rift valley
A team of Ethiopian researchers tested four machine learning models against 770 mapped landslides in the Main Ethiopian Rift, finding ...
New eight-barbel loach species discovered in Japanese river system
A new species of eight-barbel loach, Lefua nishimurai, has been described from the Kuzuryu River system in Fukui Prefecture, Japan, ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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